DraiNet: AI-driven decision support in pneumothorax and pleural effusion management

DraiNet is a deep learning model that detects pneumothorax and pleural effusion on pediatric CT scans with 96.4% accuracy, helping emergency and non-surgical teams decide when tube thoracostomy is needed. This AI decision support tool combines advanced object detection with clinical expertise to improve surgical intervention timing in critical pediatric cases.